4. Effectively manage the migration of your digital records (Guideline 22)
- 4.1 Recognise that migration is a high risk process
- 4.2 Before migration, be aware of key record requirements
- 4.3 Use migration to preserve the long term stability of key business records
- 4.4 Be aware of triggers for migration and different migration types
- 4.5 Plan for migration
- 4.6 What about contractors?
- 4.7 Perform pre migration testing
- 4.8 Perform the migration
- 4.9 Perform post migration testing
- 4.10 Make records of your migration
- 4.11 Keep source records for at least six months
- 4.12 Think strategically about migration
- 4.13 Checklist for migration
- Footnotes
- Other topics
4.1 Recognise that migration is a high risk process
Migration is a preservation activity that transfers records from one hardware or software configuration to another, or from one generation of technology to another.
Migration is necessary because the many protocols and software components that enable records to be read and used are constantly evolving. Their evolution is rapid and compatibility with earlier versions is often not retained, especially over periods longer than a few years. Without migration, access to important organisational records would be lost.
Migration, however, is a high risk process. It changes data and therefore threatens the authenticity, integrity and even the existence of records.
This section does not provide technical detail about migration operations, such as choosing new data formats or developing suitable migration methods. Generally organisations will have good technical and vendor support to provide guidance on these issues. Instead this section focuses on recordkeeping issues and provides information to help mitigate the risks associated with migration and to protect record authenticity, integrity and useability.
4.2 Before migration, be aware of key record requirements
Records have certain defining features that must be supported during migration operations. Understanding these features is critical to maintaining record authenticity, integrity, reliability and useability during migrations.
The defining features that you need to understand before you plan for and implement migration operations are:
- records are complex
- metadata is critical
- essential characteristics must be preserved.
Records are complex
Records are not simply data. In order to serve as evidence and information they are comprised of a complex of related information:
- structure – the form and layout of the record
- content – the informational value of the record – this could be simple text or a complex aggregation, such as a word processed document containing a spreadsheet or a web page containing a variety of images
- context – information about who created the record, why they created it, how it has been managed and what other records it is related to.
All of this information must be maintained during migration to preserve the evidential and informational value of records.
Metadata is critical
Metadata is used to describe and manage records. It is generally the means by which much of a record’s context is documented and is the ultimate means by which the integrity and authenticity of a record can be proven. It is therefore critical that it is preserved and that connections between a record and its metadata are maintained during migration.
Metadata is also critical to system functionality. In any migration process it is vital to consider the following requirements. Failure to do so will jeopardise the integrity and useability of organisational records.
| Requirement: | Why: |
|---|---|
| Perform a metadata mapping between the original and the target system | This will ensure that all necessary metadata fields and their values are preserved following migration. |
| Migrate records management controls |
Records management controls are disposal authorities, security classifications and record classification tools. Much functionality may be lost and much expense incurred if these tools and the functionality they deliver is not adequately identified and migrated to the target system. It is important to be aware that complex relationships can exist between one or more of these tools and some or all records in the system. These relationships must be preserved during migration. |
| Maintain any additional functionality driven by metadata | If metadata is used to automate activities (such as disposal or preservation actions) or if metadata reuse or other forms of automation have been used in the system, then this functionality must be safeguarded during the migration. |
|
Identify the different varieties and aggregations of records in the system and interdependencies that exist between them |
The records in your system may be individual documents, aggregations of related documents (files or volumes) or aggregations of files (series). These aggregations and the implicit relationship connections that exist between them must be safeguarded during the migration as these relationships are part of the evidentiary context of the records. Aggregations can also be used to apply management rules. For example, if they are uniform, disposal or other rules can be specified at the file or series level and a business rule used to identify that these rules should apply to all records nested within the file or series container. In such situations, this functionality must be replicated in the target system or the implicit metadata represented by the aggregations must be made explicit in the target system. |
Essential characteristics must be preserved
Essential characteristics are those features that are critical to a record’s meaning, use or organisational value. All migration operations should be designed to preserve the essential characteristics of the records being migrated.
Each organisation needs to determine the essential characteristics that apply to their own specific records. Generally, essential characteristics will differ according to record type and the business purpose served by the record.
Examples of identifying essential characteristics:
A report contains a map where colours are used to signify different agricultural areas. These colours have meaning: the report could not be interpreted accurately if these colours were not preserved. Therefore for this report the colours are an essential characteristic and any migration performed on this report must ensure that this essential characteristic is maintained. However if the colour of a record is a slight tint to the background of a letter, then this is not likely to be an essential characteristic and is not necessary to preserve in migration operations.
When migrating email, you will generally not regard the appearance of messages as essential. With some text records, however, you may regard their appearance as an essential characteristic as it adds meaning. The appearance of a table in a Word document is an example. If this is altered, the information presented in the table can lose its meaning. This then is an essential characteristic that must be preserved.
Recent research in the Netherlands sought to identify the essential characteristics of four common types of business records – word processed, email messages, spreadsheets and databases. [10]
The essential characteristics identified were based on what the project saw as the five basic attributes of digital records:
- content
- context
- structure
- appearance, and
- behaviour.
The following tables identify aspects of content, context, structure, appearance and behaviour that the Testbed research identified as essential to preserve for text, email, spreadsheet and database records.
The essential characteristics listed in the following tables may be useful for your own preservation planning. They may provide a guide for determining the essential characteristics of text, email, spreadsheets, databases and other types of records created by your organisation that must be preserved.
It should be noted that the essential characteristics that follow are generic and are based on record type. There may be other specific characteristics unique to your business that you will need to identify and manage in order to ensure that all the essential characteristics of your own records are preserved.
Word processed documents
| To preserve: | You need to maintain: |
|---|---|
| Context |
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| Content |
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| Structure |
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| Appearance |
Other aspects of the appearance of the migrated record may change from the appearance of the original provided that the meaning of the record is left unchanged. |
| Behaviour |
|
Email records
| To preserve: | You need to maintain: |
|---|---|
| Context |
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| Content |
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| Structure |
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| Appearance |
|
| Behaviour |
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Spreadsheets
| To preserve: | You need to maintain: |
|---|---|
| Context |
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| Content |
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| Structure |
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| Appearance |
The appearance of the spreadsheet and charts may differ from the originals. |
| Behaviour |
It should be noted that European testing showed that newer versions of spreadsheet applications sometimes use mathematical formulae in a manner different to the older version, thereby yielding a different result. The ability to apply formulae should therefore usually be disabled when the record is captured into a recordkeeping system. Before migration, it should be checked that all formulae are actually disabled. Remember, the preservation of an authentic record requires the retention of its content of the record at the time it played a role in the business process. This is particularly important in relation to spreadsheets which are easily subject to change. |
Databases
| To preserve: | You need to maintain: |
|---|---|
| Context |
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| Content |
|
| Structure |
The logical structure of the database can be preserved in an entity relationship diagram or an XML schema. |
| Appearance |
|
| Behaviour |
|
Essential characteristics can come from business requirements and these too must be maintained during migration. The need to maintain essential characteristics can sometimes limit your migration choices. For example, a recent experiment in the United States sought to determine whether complex three-dimensional, geometric CAD (Computer Aided Design) records of high tolerance machined piece parts could be migrated from their native CAD environment to on open source archival format to facilitate their long term preservation. The experiment showed that, at present, it was not possible to successfully migrate all aspects of the records to the non proprietary format. The open format could not adequately represent the fine accuracy and measurement levels (down to a millionth of an inch) that were necessary to sustain the accuracy of the engineering drawing and consequently the accuracy of any product subsequently created from that drawing. Because the exacting engineering requirements that are an essential characteristic of these records could not be reproduced, migration and maintenance options for these records are limited to the proprietary format in which the records were created. [11]
4.3 Use migration to preserve the long term stability of key business records
In every organisation there will be some business records that will be required to be retained for legal and informational reasons for periods of more than 30 years. Some records have extremely long retention periods, for example some need to be retained for the life of an asset, such as a building or a bridge.
Long term stability is important, particularly for records with high long term value. Migration however is an inherently risky process and repeated migrations can be particularly damaging to records.
Migrating records to a stable long term storage format is a means to achieve long term stability and to protect high value records. A stable long term format is a widely-used, non-proprietary, platform-independent format that is either uncompressed or lossless with freely available specifications where possible. These formats tend to have a long expected life which helps to minimise the number of migrations that a record will be subject to. See 1 Make digital recordkeeping achievable for your organisation for a list of the stable long term formats recommended for records of long term value.
Migrating records to stable long term formats can also save time and money because this approach minimises the number of migrations that you will potentially be required to perform.
You should consider which of your organisational records could benefit from being migrated to a stable long term storage format. In general, records are migrated to long term storage formats when they are no longer required for active business operations. Records can however be migrated to standard storage formats earlier in their lifespan if this meets the needs of your organisation. For example, one large organisation migrates all its client files which have very long retention periods and long term rates of business use to PDF five years after they are created.
You can perform the migration to stable long term formats yourself or you can use freely available tools such as Xena. Xena is free and open source software to aid in the long term preservation of digital records. It can be used to convert records to an XML-based archival data format (a process known as ‘normalisation’). Xena is an acronym meaning 'Xml Electronic Normalising for Archives'. Xena was developed by the National Archives of Australia.
The Xena software can be used to:
- detect the file formats of digital objects
- convert digital objects into open formats for preservation (known as ‘normalisation’).
Native formats that XENA can currently convert include:
- MS-Word, Excel, Powerpoint and Project
- OpenOffice.org Writer, Calc, and Impress
- RTF
- PST email format
- TRIM email format
- MBOX email format
- Comma Separated Files (CSV)
- JPG, GIF, TIFF, PNG, BMP, PCX
- HTML
- Plaintext (various encodings)
- PDF documents, and
- XML.
Further assistance:
For more information on Xena or to download the application see the Xena Sourceforge web page.
When migrating records to a long term storage format it is critical that the migration follows the planning, testing and documentation requirements outlined in the remainder of this guideline. Failure to do so will jeopardise the integrity of the records and the success of the migration.
4.4 Be aware of triggers for migration and different migration types
The different triggers for migration and the different types of migrations performed in response to them include:
| Migration from: | Triggered by: |
|---|---|
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The same broad requirements generally apply to all forms of migration and this should be acknowledged in your organisation’s rules on migration.
There are effectively three different levels of migrations:
- minor functionality change – records are moving from one system to another that is very similar
- medium levels of functionality change – records are moving from one system to another that offers different, usually upgraded functionality, and
- migration to a complete new system.
The same requirements, performed to different degrees, apply to all levels of migrations.
| Migration type | Tasks that need to be performed: |
|---|---|
| Minor functionality change |
Project planning, checking of provided export/import gateways that will perform migration, pre and post migration testing |
| Medium levels of functionality change | Project planning, checking of provided export/import gateways that will (usually) perform migration, pre and post migration testing, training and improved user documentation |
| Migration to a complete new system | Extensive planning, (potentially) writing of special purpose software to move the records and the application functionality into a new technological environment, pre and post migration testing, significant change management issues |
4.5 Plan for migration
Once you know you need to perform a migration, there are numerous issues you need to consider when developing your plan of how your migration will be performed. The following tables identify some of the data and system issues you may need to consider.
Data issues to consider in migration planning
| Issue: | Discussion: |
|---|---|
| Data cleaning |
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| Making decisions about metadata |
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| General records clean up |
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| Implement disposal |
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| Identify rogue and independent systems |
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| Format requirements |
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| Non standard records |
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| Older records that have undergone multiple migrations |
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| Records stored in diverse environments in different formats |
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| Data cleansing (or data massaging or scrubbing) |
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| Consolidating records |
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| Movement history data |
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| Create explicit metadata fields where necessary |
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| Talk to users |
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| Decompression and unencryption |
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| Digital signatures |
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| The quality of encoding schemes or 'picklists' |
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| User understanding of the purpose of data fields |
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| Multiple values in single metadata fields |
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| Maintaining count downs that are already in operation |
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| Getting an accurate idea of the range of metadata in your system and how it is actually used |
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| Checking the comprehensiveness of your Date information |
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| Records that are currently stored in different databases that will be consolidated in a single database following migration |
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| Ensuring that you know the specific fields that will be migrated |
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System issues to consider in migration planning
| Issue: | Discussion: |
|---|---|
| Metadata mapping |
Metadata mapping is a critical part of migration planning. Metadata mapping between the old and new systems will help to identify all your critical metadata and will make sure that it is all migrated. Ensuring all metadata can be migrated is necessary for maintaining functionality and can also be critical for ensuring that integrity and authenticity are preserved.
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| Problems with current system functionality |
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| Functionality of the target system |
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| Capacity issues in the target system |
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| System interdependencies |
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| Issues associated with increased system functionality |
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| Change management |
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Where relevant, plans should be made to address these and any other issues identified before your migration is conducted.
Tip: Consider the requirements of the Standard on Digital Recordkeeping
As official records, your migrated records should be managed in accordance with State Records’ standards and requirements. Your migrated records need to be managed in systems that meet the requirements of the State Records Standard on digital recordkeeping.
Once your planning is complete you will have a thorough understanding of your records as well as your current and target systems. This will enable you to:
- begin to address the issues that must be resolved before migration can commence
- identify the desired target state of your records post migration, and
- develop or decide upon a migration method that will convert your records, including all metadata and essential characteristics, from their current state to the target state.
4.6 What about contractors?
Tip: What to do if contractors perform migrations on your behalf
In the contract you sign, you must specify exactly what migration tasks you want the contractor to perform on your behalf – this could include planning, identification of issues for remediation, metadata mapping, testing, implementation etc.
You must also ensure that you specify exactly what documentation you want from the contractor. For example you could request information concerning:
- all metadata mapping and documentation of issues requiring remediation
- all data cleansing and record consolidation
- all business rules applied in the original and target systems
- any user consultation
- any disposal performed and the authorisation for this action
- all plans for maintenance of connections between systems
- full migration testing (pre and post migration testing, including full quality assurances)
- full migration implementation, and
- appropriate sign off on the migration (remember ultimately responsibility for the outcomes of the migration process rests with your organisation).
You should also require full documentation of the capacities and functionality of the target system – the new system that your records have been migrated into. The structure of the target system and how it is implemented is particularly important – this will govern your day to day used of the system and will form the basis for your next system migration. System documentation you might request could include:
- system manuals
- table structures
- hardware configuration
- system procedures, etc.
4.7 Perform pre migration testing
Once you have developed your migration method and configured your target system, you need to perform a test migration on a small sample of duplicated records.
The resulting migrated records need to be assessed and verified by relevant technical and business staff to ensure that they are authentic reproductions, are complete, accessible and useable and that the migration strategy is appropriate. It is advisable that the team that validates both the pre and post migration testing is different to the team that actually designs and performs the migration.
Should adverse affects be noted in the migrated records, a revised migration strategy must be devised. This strategy should also be subject to pre migration testing.
Pre migration testing needs to be documented. This documentation should provide the basis for the final migration plan.
Once pre migration testing is complete, the pre migration testing and the finalised migration plan should be signed off by the Chief Information Officer or management official with appropriate authority.
4.8 Perform the migration
You are now ready to perform your migration.
Tip: Duplicate data prior to commencing migration
You may want to create a copy of the data you want to migrate just prior to migration. This gives you a full set of data to rely on if the migration results in the loss or corruption of data.
When performing your migration, you should aim to take records from their parent system and migrate them directly into their target system with as minimal intervention and time delay as possible. This helps to demonstrate an ‘unbroken chain of custody’ and can help prove the authenticity and reliability of the migrated records.
If you have the resources or if the records being migrated are significant corporate assets, you should undertake continuous quality assurance checking during the migration itself, followed by final verification of the success of the process at the end of the migration.
Performing the migration will also result in the creation of two copies of the same record – the original record or source record and the new migrated version of this record. When performing the migration, you need to ensure that the new migrated record is treated and used by staff as the new official record of business. The original or source record should not be accessible for staff to use. More guidance about the management of source records following their migration is provided below.
Remember, in a litigious environment or for high risk records, any real or perceived lapse in the management of the record during the migration process may be seen as compromising its authenticity.
Tip: Ensure system security
When performing migrations, you could consider the physical and logical security of the records. That is, you may want to control access to the physical space where the migration is being performed. You may also want to limit access to the platform in which the migration is being undertaken.
4.9 Perform post migration testing
Once your migration is complete, post migration testing must confirm that:
- all records requiring migration are migrated, including those that are stored off line, in non active systems or secondary storage environments
- the entire record, including all necessary metadata, is migrated
- all necessary business rules, functionality and essential characteristics have been preserved
- users are satisfied with the authenticity, completeness, accessibility and useability of the migrated record.
Tip: Involve relevant business staff
Involve the people who use the migrated records as part of their business operations to help you check that the migrations have been successfully performed. These people know the records well, know what is necessary to support their business operations and will be able to tell you whether the copies produced are adequate to meet their requirements.
This form of data checking should not be used as the sole measure of effective migration, but as a further means of validation.
Post migration testing does not have to be performed individually on every record – testing at an aggregate level is appropriate. The number of records selected for testing needs to be proportionate to the number of records maintained in the system.
If the migration proves to be inadequate, it must be repeated and the migration strategy redesigned and retested if required.
Example: Check and recheck the quality of your migration
A recent survey of newspaper archives in the United States highlights the importance of checking the quality of your migrated records and making sure that the records are backed up prior to migration and ensuring that the migration was performed adequately before source records are destroyed.
Of the organisations surveyed, only 18% had not experienced data loss during migration projects. (The losses identified ranged from minor – a few corrupt images on CD-ROMS – to disastrous – the complete loss of an entire collection of thousands of images.) [13]
It is very important to check your records that have been migrated so that the migration can be repeated if necessary. Validation of migration, through methods such as routine bit-level validation, is also necessary to help prove the ongoing authenticity of your records post migration. This is good data management practice and also potentially necessary if the records are to ever stand up as evidence in court.
All post migration testing needs to be documented.
Tip: Perform standard reports to verify the success of your migration
Develop a list of standard reports and standard searches that are common in your organisation. Do these searches in your original system and then your target system. You need to see the same results in both systems. The migration won’t be successful until you can verify this.
You should keep all these reports as part of your migration documentation as further validation of the work you have done. This documentation can also act as the basis for future migrations and will greatly reduce the planning preparations for these migrations.
Once post migration testing is complete, the migration process should be signed off by the Chief Information Officer or management official with appropriate authority.
4.10 Make records of your migration
The entire migration process and associated project planning should be documented.
This could include:
- the records being migrated
- the trigger for the migration
- relevant research
- all decisions, including decisions not to migrate certain metadata components of a record
- risk assessments
- any disposal performed prior to migration
- the identified essential characteristics
- the technical requirements of the original and target systems
- the formal migration or transfer process
- the date and time of the migration and all personnel involved
- all system configurations, including metadata definitions and mappings
- all testing
- all reports that compare original system functionality to target system functionality
- all sign offs
- any data cleanup performed
- any variations to plans
- any necessary variation in records design, metadata, format or content that will or have resulted from the migration
- the disposal of the source records used, once the appropriate quality assurance period has elapsed.
4.11 Keep source records for at least six months
Following their successful migration source records, the records that were used as the input to the migration, must be kept for at least six months. Retaining the source records for at least this period will enable the migration to be repeated if it is discovered that some or all of the migrated records do not meet quality control standards or business requirements.
The six month retention period should begin to be calculated from the conclusion of successful post migration testing, where the migration and all outstanding issues associated with it have been signed off by the Chief Information Officer.
In high risk scenarios it is likely that source records will need to be kept for longer than the minimum six month retention period required by State Records' General Retention and Disposal Authority - Source records that have been migrated (GA33).
If records need to be kept for more than six months public offices will need to use risk assessments to determine an appropriate retention period. These risk assessments should at a minimum consider:
- the business purpose of the records
- the risks associated with this business
- the potential business, financial and legal implications of the loss of or damage to the migrated records
- the size and complexity of the migration and the likelihood of problems associated with it
- the complexity of the records being migrated
- the capacities of the target system and the possibility that all aspects of this system and its impact on the records are not fully understood at the time of migration
- the state of the original system and its compliance with standards and best practice requirements, including metadata standards and other business requirements.
Public offices must always err on the side of caution and if any problems or concerns with the migrated or transferred records are noted, such as corruption of portions of the record, or loss of information or distortions in the records caused by the new capacities of the target system, then the identified retention period must be extended by at least another six months. Again, this additional retention period should begin to be calculated from the conclusion of successful post migration testing, where the repeated migration and all outstanding issues associated with it have been signed off by the Chief Information Officer.
The retention of source records for the short or long term needs to be planned and effectively managed. During their retention period following migration, source records should be stored and protected to ensure that they remain as accountable, well managed records of business that can be used again as appropriate source records should the entire migration or portions of it need to be repeated. However, during their retention period, it must be remembered that these records are no longer the official records of business. They must be protected against user access and must not be used in business transactions.
It is a risk based business decision for the public office to determine whether the source records should be stored as flat files in the target system or actively maintained within their original system with no user access for the identified retention period prior to their destruction.
If it is determined that the source records can be destroyed, this must be documented and signed off by the delegated officer, usually the Chief Information Officer.
Further assistance:
For further advice about the issues associated with the retention of source records see the General Retention and Disposal Authority - Source records that have been migrated (GA33).
4.12 Think strategically about migration
Don’t just see migration as a necessary records management and ICT process. Instead see it as a business enhancement and business improvement project. Migration is about improving accessibility and useability and is therefore directly related to the organisational bottom line. See it and market it as this type of project.
In terms of improving recordkeeping practice, migration can be an opportunity to:
- build better automation (for example, automated metadata capture, sentencing at creation etc)
- better integrate recordkeeping tools into the business system
- implement more appropriate security controls
- implement automated workflow
- include additional attributes to improve searching and user access
- improve data sharing and interfaces between systems, or take advantage of the upgraded functionality provided by the system you are migrating to.
4.13 Checklist for migration
Plan for migration
| Has your organisation.... | Yes | No |
|---|---|---|
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Identified migration triggers that signify a migration needs to be performed? Common triggers include:
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Understood the unique characteristics of records that need to be preserved during migration? These are:
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Determined the type of migration required? This could be:
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| Understood the different levels of planning and implementation required by the type of migration that is planned? | ||
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Appropriately planned for all relevant data issues in the migration? These could include:
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Appropriately planned for all relevant system issues in the migration? These could include:
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Addressed the issues that need to be resolved before migration can commence? |
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Configured the target system so that it meets all your business requirements? |
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| Identified the desired target state of the records post migration? | ||
| Developed a migration method that will convert the records, including all metadata and essential characteristics, from their current state to the target state? | ||
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Identified what you will require from any contractors who perform migration on your behalf? This could include all information concerning:
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Undertake pre migration testing
| Has your organisation... | Yes | No |
|---|---|---|
| Performed a test migration on a small sample of duplicated records? | ||
| Had test migrated records assessed by relevant technical and business staff to determine their adequacy? | ||
| Redeveloped its migration strategy and performed test migrations again if adverse affects were noted in the initial pre migration testing? | ||
| Documented all pre migration testing? | ||
| Finalised your migration plan based on the results of your pre migration testing? | ||
| Had the pre migration testing and finalised migration plan signed off by the CIO when the pre migration testing yielded complete, accessible and useable copies of the records? |
Perform the migration
| Has your organisation... | Yes | No |
|---|---|---|
| Performed the complete migration? |
Perform post migration testing
| Has your organisation... | Yes | No |
|---|---|---|
| Ensured that all records have been migrated? | ||
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On a sample that represents an adequate proportion of the total number of records migrated, ensured and tested that:
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| Repeated the migration, if testing reveals that any problems with the migration have occurred? If problems are noted, the migration process will need to be redesigned and pre migration testing performed again. | ||
| Documented all post migration testing? | ||
| Had the completed migration signed off by the CIO or management official with appropriate authority, when the post migration testing yields complete, accessible and useable copies of the records? |
Make records of migration
| Has your organisation... | Yes | No |
|---|---|---|
Documented migration planning, testing and implementation? This could include:
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Ensure source records are kept for appropriate periods of time
| Has your organisation... | Yes | No |
|---|---|---|
| Performed risk assessments to determine how long source records should be retained? | ||
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Stored source records in an appropriate environment where they:
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| Repeated the migration using the source records if it is found that some or all of the migrated records do not meet quality control standards or business requirements? | ||
| Documented the destruction of the source records, if they have been destroyed? |
Footnotes
[10] The full research produced by the Digital Preservation Testbed Project can be accessed from the Netherlands's Digital longevity website, < http://www.digitaleduurzaamheid.nl/index.cfm?paginakeuze=185&lang=en>.
[11] This case study is discussed in L Duranti & R Preston, International research on permanent authentic records in electronic systems (InterPARES) 2: experiential, interactive and dynamic records, 2008, pp.34-35, viewed June 2008, < http://www.interpares.org/display_file.cfm?doc=ip2_book_complete.pdf>.
[12] These points were principally drawn from Part II, Section 1.2 of ARMA International, ANSI/ARMA 16-2007, The digital records conversion process: program planning, requirements, procedures. No online reference.
[13] This survey is discussed in Duranti & Preston, InterPARES 2 Project book, op.cit., p.289.